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Production Machine Learning Systems

This 5-course specialization focuses on advanced machine learning topics using Google Cloud Platform where you will get hands-on experience optimizing, deploying, and scaling production ML models of various types in hands-on labs. This specialization picks up where "Machine Learning on GCP" left off and teaches you how to build scalable, accurate, and production-ready models for structured data, image data, time-series, and natural language text. It ends with a course on building recommendation systems. Topics introduced in earlier courses are referenced in later courses, so it is recommended

Created by: Google Cloud Training

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Course Description

In the second course of this specialization, we will dive into the components and best practices of a high-performing ML system in production environments. Prerequisites: Basic SQL, familiarity with Python and TensorFlowCOMPLETION CHALLENGEComplete any GCP specialization from November 5 - November 30, 2019 for an opportunity to receive a GCP t-shirt (while supplies last). Check Discussion Forums for details.

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Instructor Details

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The Google Cloud Training team is responsible for developing, delivering and evaluating training that enables our enterprise customers and partners to use our products and solution offerings in an effective and impactful way. Google Cloud helps millions of organizations empower their employees, serve their customers, and build what's next for their businesses with innovative technology created in-and for-the cloud. Our products are engineered for security, reliability, and scalability, running the full stack from infrastructure to applications to devices and hardware. Our teams are dedicated to helping customers apply our technologies to create success.

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Reviews

4.3

51 reviews in total

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By M T on 28-Oct-19

The first module was really good, but the others just seemed like an ad for GCS. Also, the 3rd and 4th module the labs / lab video was hard to follow and felt like I was just reading random code.

By Alireza K on 29-Sep-19

The Qwiklabs should be more than copy pasting commands. Also I think this course is suitable for people with many years of experience in software development not people like me just came out from university!

By Sachin T on 20-Sep-19

This was a great opportunity to learn the Production Machin learning system.

By Prasenjit P on 16-Sep-19

Cool !!

By Sakti D on 15-Sep-19

Great Course..

By Mr. J on 11-Sep-19

direct to the point practical guidance for dev stage prod sequence

By Daniel E on 9-Sep-19

This course, I believe, will be crucial to my future understanding of end to end ML applications. I only hope gain more practice in assembling all the pieces from experimentation, to model design, to data engineering.

By Nikhileshkumar I on 1-Sep-19

Great. Ksonnet is not active. Vdo should talk about it.

By Steven P G on 11-Aug-19

Es un curso algo confuso que requiere bastante tiempo para comprender las tematicas

By Soroush A on 6-Aug-19

Fantastic experience.

By Suresh R on 13-Jul-19

good overall

By KimNamho on 10-Jul-19

thank you

Showing 12 of 51 reviews

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Overall Score : 86 / 100